Publications

119 results for Fairness, Accountability, Transparency

Causally Reliable Concept Bottleneck Models
- - Giovanni De Felice
  - Arianna Casanova Flores
  - et al.
- 2025
- NeurIPS 2025
Conference paper
Reasoning Model Unlearning: Forgetting Traces, Not Just Answers, While Preserving Reasoning Skills
- - Changsheng Wang
  - Chongyu Fan
  - et al.
- 2025
- EMNLP 2025
Conference paper
Highlight All the Phrases: Enhancing LLM Transparency through Visual Factuality Indicators
- - Hyo Jin Do
  - Rachel Ostrand
  - et al.
- 2025
- AIES 2025
Conference paper
Bridging Expertise and Participation in AI: Multistakeholder Approaches to Safer AI Systems for Youth Online Safety
- - Ozioma Collins Oguine
  - Johanna Olesk
  - et al.
- 2025
- CSCW 2025
Workshop
Phrase-grounded Fact-checking for Automatically Generated Chest X-ray Reports
- - Razi Mahmood
  - Diego Machado Reyes
  - et al.
- 2025
- MICCAI 2025
Conference paper
3rd TrustAI Workshop: Building Public Awareness and Engagement
- - Miriam Rateike
  - Brian Mboya
  - et al.
- 2025
- DLI 2025
Workshop
DECASTE: Unveiling Caste Stereotypes in Large Language Models Through Multi-Dimensional Bias Analysis
- - Prashanth Vijayaraghavan
  - Soroush Vosoughi
  - et al.
- 2025
- IJCAI 2025
Conference paper
Protecting Users From Themselves: Safeguarding Contextual Privacy in Interactions with Conversational Agents
- - Ivoline Ngong
  - Swanand Ravindra Kadhe
  - et al.
- 2025
- ACL 2025
Paper
Avoiding Leakage Poisoning: Concept Interventions Under Distribution Shifts
- - Mateo Espinosa Zarlenga
  - Gabriele Dominici
  - et al.
- 2025
- ICML 2025
Conference paper
In-Context Bias Propagation in LLM-Based Tabular Data Generation
- - Pol Garcia Recasens
  - Alberto Gutierrez-torre
  - et al.
- 2025
- ICML 2025
Workshop paper